To a Matter of Increasing the Spectral Efficiency of Phase Radio-Technical Data Transmission Systems Operating under Strong Intersymbol Interference

Improved Channel Equalization using Deep Reinforcement Learning and Optimization

“…With time computation technology has been revolutionized and has given rise to Machine Learning based techniques to address specific communication channels. One of the major issues is Inter Symbol Interference (ISI) that arises due to overlapping of signals and leads to unreliable and noisy signals, as illustrated in Figure 1 [2]. It results in distorted signals at the receiver's end instead of the original signal sent by the transmitter.…”